AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Teamwork
The official Teamwork.com MCP server provides a standardized interface for AI agents to interact with Teamwork projects, tasks, and productivity tools using both HTTP and STDIO transports.
smartlead-mcp-server
🚀 Premier Model Context Protocol server for SmartLead cold email marketing automation. Complete API integration with 113 tools for campaign management, lead tracking, deliverability optimization, and analytics. Works with Claude Desktop, Cursor, Windsurf, Continue.dev. Zero-config NPX installation.
vector_mcp
A server implementation for the Model Context Protocol (MCP) in Ruby.
Nano Banana Pro (Gemini)
An MCP server that integrates Google's Gemini API to allow AI agents to generate, edit, and describe images using models like Gemini 3 Pro and Gemini 2.5 Flash.
openwebui-mcp-setup
Universal MCPO/MCP bridge for Open Web UI with AI-powered configuration. Automated setup generation, Docker support, beginner-friendly. Any AI assistant can instantly convert MCP configs to working Open Web UI integrations.
Local History
MCP server for accessing VS Code/Cursor's Local History.
llms-txt-generator
The ultimate AI-powered generator for llms.txt and llms-full.txt files.
data-commons-search
The EOSC Data Commons Search server provides natural language search capabilities over open-access datasets using OpenSearch and LLM-assisted discovery via the Model Context Protocol.
uk-case-law-mcp-server
MCP server for UK case law using The National Archives API. Enables LLMs to search, retrieve, and cite UK legal judgments.
2slides
The 2slides MCP server enables AI models to generate professional presentations, search themes, and create slides from reference images using the 2slides.com API.
osmmcp
OpenStreetMap MCP server providing precision geospatial tools for LLMs via Model Context Protocol. Features geocoding, routing, nearby places, neighborhood analysis, EV charging stations, and more.
docs-mcp
A hierarchically-aware RAG system and MCP server for Vaadin documentation, enabling intelligent search and navigation across Flow (Java) and Hilla (React) frameworks.
OpenSearch
A Model Context Protocol server that facilitates natural language interaction with OpenSearch clusters for index management, document searching, and cluster health monitoring.
@kajidog/mcp-tts-voicevox
A VOICEVOX engine integration for MCP that enables AI assistants to perform high-quality Japanese text-to-speech with multi-character support and low-latency streaming.
Agent Rules
A tool that allows AI agents to fetch and apply coding standards and best practices directly from GitHub repositories without requiring local rule files.
Replicate Flux
MCP (Model Context Protocol) Server. Connects to Replicate's image generation models, enabling text-to-image creation with automatic cloud storage of results for seamless visual content integration.
MCPQL (SQL Server)
A robust SQL Server connector for MCP that enables comprehensive database analysis, schema inspection, stored procedure execution, and data exploration with built-in security controls.
Yango Tech B2B API
MCP (Model Context Protocol) Server. Integrates with Yango Tech's B2B API for retail operations, enabling access to order details, product information, and stock data for automated inventory management and order tracking.
YNAB
A Model Context Protocol (MCP) server for integrating with YNAB (You Need A Budget), allowing AI assistants to securely access and analyze your financial data.
Cartesia
A platform integration for Cartesia's voice API, enabling text-to-speech, voice cloning, localization, and audio infilling capabilities.
Sakura Cloud
MCP (Model Context Protocol) Server. Enables management of Sakura Cloud infrastructure resources including servers, disks, networks, and containerized applications through natural language commands.
Dokploy
MCP (Model Context Protocol) Server. Middleware layer for managing containerized applications and infrastructure through Dokploy API with advanced connection management and simplified tool organization for project, application, database, and Docker container operations.
open-targets-platform-mcp
A specialized MCP server for interacting with the Open Targets Platform GraphQL API, enabling AI assistants to perform drug discovery research and find target-disease associations.
Travel MCP Server
A comprehensive travel planning server that integrates flight and accommodation searches, real-time currency conversion, weather forecasting, and budget calculation tools.
Bangumi TV
MCP (Model Context Protocol) Server. Integrates with Bangumi TV API to retrieve anime information, user data, and media details for tracking and discovering anime and manga collections
DuckDuckGo Search
A web search and data extraction MCP server that integrates with DuckDuckGo to provide structured search results, page content summarization, and contextual search suggestions for LLMs.
Claude Command Runner
A robust MCP server that bridges Claude with macOS terminal applications, offering automated command execution, real-time output streaming, and persistent command templates.
Unsplash
MCP (Model Context Protocol) Server. Integrates with Unsplash's image search API to enable keyword-based photo discovery with filtering by pagination, sorting, color, and orientation parameters for seamless image incorporation into projects.
Simple PostgreSQL
MCP (Model Context Protocol) Server. Provides direct SQL query execution against PostgreSQL databases with configurable read-only and write operation modes, connection pooling, and built-in query validation for database analysis and administrative tasks.
Better Playwright
A high-performance Playwright-based browser automation server featuring 91%+ DOM compression via intelligent list folding and ripgrep-powered semantic search for efficient AI interaction.